Day-ahead charging operation of electric vehicles with on-site renewable energy resources in a mixed integer linear programming framework

IET Smart Grid

¹  João P.S. Catalão²  Akın Taşcıkaraoğlu³  Ayşe Kübra Erenoğlu⁴  Ozan Erdinç⁴  İbrahim Şengör⁵ 

[1] ;Faculty of Engineering of the University of Porto and INESC TEC;Mugla Sitki Kocman University;Yildiz Technical University;İzmir Katip Çelebi University;

关键词: linear programming;    pricing;    electric vehicles;    integer programming;    battery storage plants;    demand side management;    photovoltaic power systems;    smart power grids;    power generation scheduling;    electric vehicles;    on-site renewable energy resources;    mixed integer linear programming framework;    large-scale penetration;    power system;    distribution system operators;    dsos;    demand response strategies;    smart grid paradigm;    different aggregators;    dr strategies;    pll;    peak load limitation;    day-ahead charging operation;    peak load limitation based dr strategies;    operational flexibility;    daily solar irradiation data;    scenario-based approach;    pv generation;    related evpl;    arrival time;    state-of-energy;    related ev owners;    evpls;    ev parking lots;   

DOI  :  10.1049/iet-stg.2019.0282

来源: DOAJ

【 摘 要 】

The large-scale penetration of electric vehicles (EVs) into the power system will provoke new challenges needed to be handled by distribution system operators (DSOs). Demand response (DR) strategies play a key role in facilitating the integration of each new asset into the power system. With the aid of the smart grid paradigm, a day-ahead charging operation of large-scale penetration of EVs in different regions that include different aggregators and various EV parking lots (EVPLs) is propounded in this study. Moreover, the uncertainty of the related EV owners, such as the initial state-of-energy and the arrival time to the related EVPL, is taken into account. The stochasticity of PV generation is also investigated by using a scenario-based approach related to daily solar irradiation data. Last but not least, the operational flexibility is also taken into consideration by implementing peak load limitation (PLL) based DR strategies from the DSO point of view. To reveal the effectiveness of the devised scheduling model, it is performed under various case studies that have different levels of PLL, and for the cases with and without PV generation.

【 授权许可】

Unknown